Post on 21-Aug-2020
Jorge N. TendeiroCurriculum Vitae
j.n.tendeiro@rug.nl www.jorgetendeiro.com
jntendeiro jorgetendeiro
0000-0003-1660-3642 Jorge Tendeiro
Education2006–2010 PhD, Faculty of Behavioral and Social Sciences, University of Groningen.2002–2005 Masters of Science, Applied Statistics and Modelation, Faculty of Engineering,
University of Porto, Master thesis – ‘Very Good’.1996–2001 Bachelor of Mathematics, Faculty of Sciences, University of Porto, average
18 (scale 0–20).Specialized in Educational track
Masters ThesisTitle Comparison of dendrograms: Obtaining empirical distributions for some coefficients
Supervisors Professor Fernanda SousaDescription Dendrograms are graphical representations commonly used in the field of hierarchi-
cal classification. In this thesis, empirical distributions for coefficients that allowcomparing dendrograms are developed, based on algorithms of random generationof dendrograms.
PhD ThesisTitle Some mathematical results on three-way component analysis
Supervisors Professor Jos M. F. ten Berge & Professor Henk A. L. KiersDescription This thesis presents mathematical developments for models that extend Component
Analysis to three-way data (3PCA, CANDECOMP/PARAFAC, INDSCAL).
Employment2012–Present Assistant Professor, Faculty of Behavioral and Social Sciences, University of
Groningen.Both teaching and research duties.
2010–2012 Postdoc position, Faculty of Behavioral and Social Sciences, University ofGroningen.Both teaching and research duties.
2005–2006 Lecturer, School of Science, University of Minho, Portugal.2004–2005 Lecturer, Escola Superior de Educação, Instituto Politénico de Bragança,
Portugal.2002–2004 Lecturer, Centro Regional das Beiras, Universidade Católica, Portugal.
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2001–2002 Lecturer, Escola ES/3 Dr. Bento da Cruz, Portugal.2000–2001 Lecturer, Escola Secundária de Valongo, Portugal.
Traineeship
LanguagesPortuguese Mothertongue
English Advanced Both written and spokenDutch Intermediate Reading more advanced than speaking
Japanese Introductory Currently ongoing JLPT N3 course
Computer skillsIntermediate Maple, Mathematica, Matlab, SPSS, IRTPRO
Advanced MS Windows, MS Office, Linux, R, LATEX
Research interestsPhD Three-way principal component analysis, Candecomp/Parafac, Indscal, Tucker3,
simplicity, maximal simplicity.Currently Item response theory: Person-fit analysis, unfolding models. Bayesian statistics.
Teaching skills2013 University Teaching Qualifications certification (BKO/UTQ), University of
Groningen.2000-2001 Traineeship to enhance pedagogic skills.
Research grants2018 Law School Admission Council Research Grant (U.S.A). Project: “A Bayesian ap-
proach to admission testing”. Project applicants: R. R. Meijer, A. S.M.Niessen,and J. N. Tendeiro. Value: $64,000. Duration: 12 months.
2013 Law School Admission Council Research Grant (U.S.A). Project: “Diagnostic statis-tics to evaluate response behavior for individual test takers”. Project applicants: R.R. Meijer, J. N. Tendeiro, and C. Albers. Value: $100,000. Duration: 12 months.
2012 Law School Admission Council Research Grant (U.S.A). Project: “Assessment ofthe validity of total scores in high-stakes testing through nonparametric statisticaltechniques”. Project applicants: R. R. Meijer and J. N. Tendeiro. Value: $100,000.Duration: 12 months.
2006 Fundação para a Ciência e a Tecnologia (Portugal): Ph.D research grant. Project:“Some mathematical results on three-way component analysis”. Project applicant:J. N. Tendeiro. Duration: 4 years.
Academic honors and awards
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2011 “Dissertation Award” given by the Classification Society for a second place ex-aequo($500 money prize).
2010 “IOPS Best Paper Award 2010” for the best published paper by members of theIOPS society (e600 money prize).
2000 “Eng. António de Almeida” award for ending the Bachelor program with the bestgrades average (ex-aequo).
2000 Merit scholarship of e1591.17 delivered by Faculty of Sciences, University ofPorto, for excellent academic achievements during the Bachelor’s 4th programyear.
1995 Participation in the event “Euroscola” at Strasbourg, France, promoted by theEuropean Parliament.
Communications2019 Workshop entitled “Bayesian statistics as a therapy for frequentist problems”,
at the SHARE Day, Graduate School of Medical Sciences, University MedicalCenter Groningen, 14 November. Working material here: https://github.com/jorgetendeiro/SHARE-UMCG-14-Nov-2019/
2019 Oral presentation entitled “My current views over the Bayes factor”, at the GraduateSchool of Education, Tokyo University (prof. dr. Kensuke Okada). Slides here:https://osf.io/5djrv/
2019 Workshop entitled “From Frequentist Problems Towards Bayesian Solutions”, atthe Graduate School of Education and Human Development, Nagoya University(prof. dr. Takashi Murakami), August 10. Working material here: https://github.com/jorgetendeiro/Nagoya-Workshop-10-Aug-2019
2019 Oral presentation entitled “Implications of teaching Bayesian statistics to under-graduate psychology students”, at the Science for Improving Psychological (SIPS),Rotterdam, The Netherlands. Joint work with Henk Kiers, Rink Hoekstra, Don vanRavenzwaaij.
2018 Oral presentation entitled “Elaborating on issues with Bayes factors”, at the Psy-chometrics Society (IMPS), New York, USA.
2017 Oral presentation entitled “Three-mode Principal Component Analysis (3MPCA)and Item Response Theory”, at the 25th Data Science Seminar, Faculty of HumanSciences, Osaka University (prof. dr. Kohei Adachi).
2017 Oral presentation entitled “Three-mode Principal Component Analysis (3MPCA)and Item Response Theory”, at the 83rd Open Seminar of Data Science, Divison ofMathematical Science, Graduate School of Engineering Science, Osaka University(prof. dr. Yutaka Kano).
2017 Oral presentation entitled “Unfolding IRT Models: Do They Always Fit WhenExpected?”, at the Psychometrics Society (IMPS), Zurich, Switzerland.
2017 Oral presentation entitled “Cumulative versus unfolding IRT models: How practicemay defy theory” at the European Conference on Psychological Assessment, Lisbon,Portugal.
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2014 Oral presentation entitled “Detecting misfitting response patters in educational test-ing. An empirical application” at the International Test Conference, San Sebastian,Spain.
2012 Oral presentation entitled “Detecting cheating in unproctored internet testing set-tings using CUSUMs (and more)” at the International Test Conference, Amsterdam,The Netherlands.
2011 Oral presentation entitled “Simplicity transformations for three-way arrays withsymmetric slices” at the Classification Society Annual Meetings, Carnegie MellonUniversity, Pittsburgh, USA.
2010 Oral presentation entitled “Simplicity transformations for three-way arrays withsymmetric slices” at the 20th IOPS Winter Conference, Utrecht, The Netherlands.
2010 Oral presentation entitled “First and second order derivatives for CP and INDSCAL”at the 25th IOPS Summer Conference, Amsterdam, The Netherlands.
2010 Oral presentation entitled “Three-way PCA” at the 17th JOCLAD, Lisbon, Portu-gal.
2009 Oral presentation entitled “Simplicity transformations for three-way arrays withsymmetric slices” at the 6th TRICAP, Núria, Spain.
2007 Oral presentation entitled “Simplicity transformations for three-way arrays with sym-metric slices” at the 17th IOPS Winter Conference, Groningen, The Netherlands.
2005 Oral presentation entitled “A Validation Methodology in Hierarchical Clustering”at the ASMDA meeting, Brest, France.
2004 Oral presentation entitled “Statistical Tests for Coefficients of Comparison of Den-drograms’ at the 11th JOCLAD, Lisbon, Portugal.
2003 Oral presentation entitled “Comparison of dendrograms: Obtaining empirical distri-butions for some coefficients” at the 13th Annual SPE meeting, Ericeira, Portugal.
PublicationsAcevedo-Mesa, A., Tendeiro, J. N., Roest, A., Rosmalen, J. G. M., & Monden, R. (2020). Improving
the measurement of functional somatic symptoms with item response theory. Manuscriptunder review.
Crisan, D. R., Tendeiro, J. N., & Meijer, R. R. (2020a). On the practical consequences of misfit inMokken scaling. In press. Preprint: https://psyarxiv.com/kgc3a/.
Crisan, D. R., Tendeiro, J. N., & Meijer, R. R. (2020b). The Crit value as an effect size measurefor violations of model assumptions in Mokken scale analysis for binary data. An adaptedversion of this manuscript will be submitted for review in a special issue on nonparametricIRT in Quality of Life Research, by invitation. Preprint: https://psyarxiv.com/8ydmr/.
Kiers, H. A. L., & Tendeiro, J. N. (2020). With Bayesian Estimation One Can Get All That BayesFactors Offer, and More. Manuscript under review. Preprint: https://psyarxiv.com/zbpmy/.
Tendeiro, J. N., Kiers, H. A. L., & van Ravenzwaaij, D. (2020). Mathematical evidence for theadequacy of bayesian optional stopping. Manuscript under review. Preprint: https://psyarxiv.com/9t2e7/.
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Crisan, D. R., Tendeiro, J. N., Wanders, R. B. K., van Ravenzwaaij, D., Meijer, R. R., & Hartman,C. A. (2019). Practical consequences of model misfit when using rating scales to assess theseverity of attention problems in children. International Journal of Methods in PsychiatricResearch, 28, e1795. Preprint: https://osf.io/4qnjg/. doi:10.1002/mpr.1795
Li, J., Tendeiro, J. N., & Harrold, M. (2019). Guilt in bereavement: Its relationship with complicatedgrief and depression. International Journal of Psychology, 54, 454–461. doi:10.1002/ijop.12483
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2019). Gender‐based differential predictionby curriculum samples for college admissions. Educational Measurement: Issues and Practice,38, 33–45. doi:10.1111/emip.12266
Tendeiro, J. N., & Castro-Alvarez, S. (2019). GGUM: An R package for fitting the GeneralizedGraded Unfolding Model. Applied Psychological Measurement, 43, 172–173. doi:10.1177/0146621618772290
Tendeiro, J. N., & Kiers, H. A. L. (2019). A review of issues about null hypothesis bayesiantesting. Psychological Methods, 24, 774–795. Preprint: https://osf.io/t5xfd/. doi:10.1037/met0000221
Tendeiro, J. N., Niessen, A. S. M., Crisan, D. R., & Meijer, R. R. (2019). Predicting future academicsuccess: How a bayesian approach can be of help in analyzing and interpreting admission testscores (Research Report No. 19-01). Law School Admission Council.
van Ravenzwaaij, D., Monden, R., Tendeiro, J. N., & Ioannidis, J. P. A. (2019). Bayes factorsfor superiority, non-inferiority, and equivalence designs. BMC Medical Research Methodology,19(71). Preprint: https://osf.io/8br5g/. doi:10.1186/s12874-019-0699-7
Meijer, R. R., Boevé, A. J., Tendeiro, J. N., Bosker, R. J., & Albers, C. J. (2018). Corrigendum: Theuse of subscores in higher education: When is this useful? Frontiers in Psychology, 9(873).doi:10.3389/fpsyg.2018.00873
Meijer, R. R., & Tendeiro, J. N. (2018). Unidimensional item response theory. In P. Irwing, T. Booth,& D. J. Hughes (Eds.), The Wiley handbook of psychometric testing: A multidisciplinaryreference on survey, scale and test development (Chap. 15, pp. 413–443). doi:10 . 1002 /9781118489772
Meijer, R. R., Tendeiro, J. N., & Niessen, A. S. M. (2018). The influence of the psychometricquality of a test when making admission decisions (Research Report No. 18-04). Law SchoolAdmission Council.
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2018). Admission testing for higher education:A multi-cohort study on the validity of high-fidelity curriculum-sampling tests. PLoS ONE,13, e0198746. doi:10.1371/journal.pone.0198746
Watson, R., Egberink, I. J. L., Kirke, L., Tendeiro, J. N., & Doyle, F. (2018). What are the minimalsample size requirements for Mokken scaling? An empirical example with the Warwick- Ed-inburgh Mental Well-Being Scale. Health Psychology and Behavioral Medicine, 6, 203–213.Code: https://osf.io/j27te/. doi:10.1080/21642850.2018.1505520
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Crisan, D. R., Tendeiro, J. N., & Meijer, R. R. (2017). Investigating the practical consequences ofmodel misfit in unidimensional irt models. Applied Psychological Measurement, 41, 439–455.doi:10.1177/0146621617695522
Meijer, R. R., Boevé, A. J., Tendeiro, J. N., Bosker, R. J., & Albers, C. J. (2017). The use ofsubscores in higher education: When is this useful? Frontiers in Psychology, 8(305). doi:10.3389/fpsyg.2017.00305
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2017a). Applying organizational justice theory toadmission into higher education: Admission from a student perspective. International Journalof Selection and Assessment, 25, 72–84. doi:10.1111/ijsa.12161
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2017b). Measuring non-cognitive predictorsin high-stakes contexts: The effect of self-presentation on self-report instruments used inadmission to higher education. Personality and Individual Differences, 106, 183–189. doi:10.1016/j.paid.2016.11.014
Tendeiro, J. N. (2017). The lz(p)* person-fit statistic in an unfolding model context. AppliedPsychological Measurement, 41, 44–59. doi:10.1177/0146621616669336
van Bebber, J., Wigman, J. T. W., Wunderink, L., Tendeiro, J. N., Wichers, M., Broeksteeg, J., …Meijer, R. R. (2017). Identifying levels of general distress in first line mental health services:Can GP- and eHealth clients’ scores be meaningfully compared? BMC Psychiatry, 17(382).doi:10.1186/s12888-017-1552-3
Albers, C. J., Meijer, R. R., & Tendeiro, J. N. (2016). Derivation and applicability of asymptoticresults for multiple subtests person-fit statistics. Applied Psychological Measurement, 40,274–288. doi:10.1177/0146621615622832
Meijer, R. R., Niessen, A. S. M., & Tendeiro, J. N. (2016). A practical guide to check consistencyof item response patterns in clinical research through person-fit statistics: Examples and acomputer program. Assessment, 23, 52–62. doi:10.1177/1073191115577800
Mousavi, A., Tendeiro, J. N., & Younesi, J. (2016). Person fit assessment using the PerFit packagein R. Quantitative Methods for Psychology, 12, 232–242. doi:10.20982/tqmp.12.3.p232
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2016a). Detecting careless respondents in web-based questionnaires: Which method to use? Journal of Research in Personality, 63, 1–11.doi:10.1016/j.jrp.2016.04.010
Niessen, A. S. M., Meijer, R. R., & Tendeiro, J. N. (2016b). Predicting performance in highereducation using proximal predictors. PLoS ONE, 11, 1–14. doi:10.1371/journal.pone.0153663
Sun, H., Steinkrauss, R., Tendeiro, J. N., & Bot, K. (2016). Individual differences in very youngchildren’s English acquisition in China: Internal and external factors. Bilingualism: Languageand Cognition, 19, 550–566. doi:10.1017/S1366728915000243
Tendeiro, J. N., Meijer, R. R., & Niessen, A. S. M. (2016). PerFit: An R package for person-fitanalysis in IRT. Journal of Statistical Software, 74, 1–27. doi:10.18637/jss.v074.i05
van Tuijl, L. A., Glashouwer, K. A., Bockting, C. L. H., Tendeiro, J. N., Penninx, B. W. J. H.,& de Jong, P. J. (2016). Implicit and explicit self-esteem in current, remitted, recovered,
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and comorbid depression and anxiety disorders: The NESDA study. PLoS ONE, 11, 1–18.doi:10.1371/journal.pone.0166116
Albers, C. J., Meijer, R. R., & Tendeiro, J. N. (2015). Derivation and applicability of asymptoticresults for multiple subtests person-fit statistics (Research Report No. 15-02). Law SchoolAdmission Council.
Egberink, I. J. L., Meijer, R. R., & Tendeiro, J. N. (2015). Investigating measurement invariance incomputer-based personality testing: The impact of using anchor items on effect size indices.Educational and Psychological Measurement, 75, 126–145. doi:10.1177/0013164414520965
Meijer, R. R., Egberink, I. J. L., Albers, C. J., Tendeiro, J. N., & Niessen, A. S. M. (2015a).Verantwoording onderzoek werkgroep meijer: Aanvullingen COTAN beoordelingssysteem watbetreft normering referentieniveaus en computer adaptief toetsen van andere eindtoetsen(deel 1). NIP en Ministerie OCW.
Meijer, R. R., Egberink, I. J. L., Albers, C. J., Tendeiro, J. N., & Niessen, A. S. M. (2015b).Verantwoording onderzoek werkgroep meijer: Aanvullingen COTAN beoordelingssysteem watbetreft volg-aspect van leerlingen onderwijsvolgsystemen (deel 2). NIP en Ministerie OCW.
Meijer, R. R., & Tendeiro, J. N. (2015). The effect of item and person misfit in selection decisions:An empirical study (Research Report No. 15-05). Law School Admission Council.
Meijer, R. R., Tendeiro, J. N., & Wanders, R. B. K. (2015). The use of nonparametric itemresponse theory to explore data quality. In S. P. Reise & D. A. Revicki (Eds.), Handbookof item response theory modeling: Applications to typical performance assessment (Chap. 5,pp. 85–110). doi:10.4324/9781315736013
Tendeiro, J. N., & Meijer, R. R. (2015). How serious is IRT misfit for practical decision-making?(Research Report No. 15-04). Law School Admission Council.
Tendeiro, J. N., Meijer, R. R., & Albers, C. J. (2015). Detection of invalid test scores on admissiontests: A simulation study using person-fit statistics (Research Report No. 15-03). Law SchoolAdmission Council.
Meijer, R. R., & Tendeiro, J. N. (2014). The use of person-fit scores in high-stakes educationaltesting: How to use them and what they tell us (Research Report No. 14-03). Law SchoolAdmission Council.
Tendeiro, J. N., & Meijer, R. R. (2014). Detection of invalid test scores: The usefulness of simplenonparametric statistics. Journal of Educational Measurement, 51, 239–259. doi:10.1111/jedm.12046
Sousa, F., & Tendeiro, J. N. (2013). Sobre a comparação de estruturas de classificação: Coeficientese suas distribuições. In H. Bacelar-Nicolau, F. Sousa, & C. Ferreira (Eds.), Classificação eAnálise de dados: Métodos e aplicações (pp. 1–14). Lisbon: CLAD.
Tendeiro, J. N., & Meijer, R. R. (2013a). Detection of invalid test scores: The usefulness of simplenonparametric statistics (Research Report No. 13-05). Law School Admission Council.
Tendeiro, J. N., & Meijer, R. R. (2013b). The probability of exceedance as a nonparametric person-fit statistic for tests of moderate length (Research Report No. 13-06). Law School AdmissionCouncil.
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Tendeiro, J. N., & Meijer, R. R. (2013c). The probability of exceedance as a nonparametric person-fit statistic for tests of moderate length. Applied Psychological Measurement, 37, 653–665.doi:10.1177/0146621613499066
Tendeiro, J. N., Meijer, R. R., Schakel, L., & Maij-de Meij, A. M. (2013). Using cumulative sumstatistics to detect inconsistencies in unproctored Internet testing. Educational and Psycho-logical Measurement, 73, 143–161. doi:10.1177/0013164412444787
Tendeiro, J. N., Ten Berge, J. M. F., & Choulakian, V. (2013). Direct transformations yielding theknight’s move pattern in 3 × 3 × 3 arrays. Chemometrics and Intelligent Laboratory Systems,129, 10–14. doi:10.1016/j.chemolab.2013.05.014
Meijer, R. R., & Tendeiro, J. N. (2012). The use of the lz and l∗z person-fit statistics and problemsderived from model misspecification. Journal of Educational and Behavioral Statistics, 37,758–766. doi:10.3102/1076998612466144
Tendeiro, J. N., & Meijer, R. R. (2012). A CUSUM to detect person misfit: A discussion andsome alternatives for existing procedures. Applied Psychological Measurement, 36, 420–442.doi:10.1177/0146621612446305
Bennani Dosse, M., Ten Berge, J. M. F., & Tendeiro, J. N. (2011). Some new results on orthogonallyconstrained Candecomp. Journal of Classification, 28, 144–155. doi:10.1007/s00357-011-9086-8
Tendeiro, J. N., Bennani Dosse, M., & Ten Berge, J. M. F. (2011). First and second-order derivativesfor CP and INDSCAL. Chemometrics and Intelligent Laboratory Systems, 106, 27–36. doi:10.1016/j.chemolab.2010.05.013
Tendeiro, J. N. (2010). Some mathematical results on three-way component analysis (Doctoraldissertation, University of Groningen).
Ten Berge, J. M. F., & Tendeiro, J. N. (2009). The link between sufficient conditions by Harshmanand by Kruskal for uniqueness in Candecomp/Parafac. Journal of Chemometrics, 23, 321–323.doi:10.1002/cem.1204
Tendeiro, J. N., Ten Berge, J. M. F., & Kiers, H. A. L. (2009). Simplicity transformations forthree-way arrays with symmetric slices, and applications to Tucker-3 models with sparse corearrays. Linear Algebra and its Applications, 430, 924–940. doi:10.1016/j.laa.2008.09.020
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